Junlin Hou is a Post-doctoral Fellow at the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology (HKUST). She obtained her Ph.D. from the School of Computer Science, Fudan University in 2023. She received her B.S. degree in Mathematics and Applied Mathematics from Shanghai University in 2018. She has published 40+ papers in top-tiered journals and conferences, including IEEE TMI, PR, JBHI, CVPR, ICCV, ECCV, MICCAI, etc. She has served as the guest editor for CMIG special issue on Trustworthy AI for Medical Imaging and the program chair for IJCAI 2024 workshop on TAI4H. She also led the team winning 10+ medical grand challenges. Her current research interest is in medical image analysis, video understanding, and explainable AI.